The eviction notice felt like a physical blow. The air seemed to compress around her, making it difficult to breathe. She stood rooted to the spot, the paper clutched in her hand.

Her vision blurred. The walls of her apartment began to close in, and she felt a sudden, overwhelming urge to run. Her pulse hammered in her ears, a frantic rhythm against the quiet morning.

She threw the document on the table, it landing with a soft thud. She wanted to scream, to lash out, to shatter the placid stillness of the morning, but her throat felt as if it was locked.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253